InfluxDB vs MongoDB Enterprise Advanced comparison

InfluxData and MongoDB are both solutions in the NoSQL Databases category. InfluxData is ranked #5 with an average rating of 8.7, while MongoDB is ranked #1 with an average rating of 8.4. InfluxData holds a 6.9% mindshare in ND, compared to MongoDB’s 16.9% mindshare. Additionally, 100% of InfluxData users are willing to recommend the solution, compared to 92% of MongoDB users who would recommend it.

InfluxDB

Read 12 InfluxDB reviews

2,961 Views
1,421 Comparison Views

100% willing to recommend

MongoDB Enterprise Advanced

Read 82 MongoDB Enterprise Advanced reviews

4,790 Views
3,066 Comparison Views

92% willing to recommend

InfluxDB

MongoDB Enterprise Advanced

Comparison Buyer's Guide

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Executive SummaryUpdated on Jul 31, 2025

MongoDB Enterprise Advanced and InfluxDB compete in the database management space. Based on the comparison, InfluxDB seems to hold an advantage in terms of query performance and user satisfaction with technical support.

Features: MongoDB Enterprise Advanced offers extensive scalability, a JSON-based document model for flexibility, and strong cybersecurity features. InfluxDB excels in fast time-series data handling, strong query performance, and integration capabilities, especially with Grafana.

Room for Improvement: MongoDB needs better security practices, improved indexing, and enhanced RDBMS integration. Its documentation requires modernization. InfluxDB could improve its user interface, query language adaptability, and data backup capabilities, with the potential for more community-driven plugins.

Ease of Deployment and Customer Service: MongoDB supports hybrid, public, and on-premises deployments but struggles with technical support responsiveness. InfluxDB is noted for its efficient technical support and supports both on-premises and public cloud deployments.

Pricing and ROI: MongoDB offers an open-source option with higher costs for enterprise editions, though cheaper than Oracle, and is noted for substantial ROI. InfluxDB's recent pricing increases might affect its economic attractiveness, but both benefit from strong open-source communities.

To learn more, read our detailed InfluxDB vs. MongoDB Enterprise Advanced Report (Updated: September 2025).

Buyer's Guide

InfluxDB vs. MongoDB Enterprise Advanced

September 2025

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Review summaries and opinions

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:

Categories and Ranking

InfluxDB

Ranking in Open Source Databases

9th

Ranking in NoSQL Databases

5th

Average Rating

8.2

Reviews Sentiment

6.8

Number of Reviews

Ranking in other categories

Non-Relational Databases (2nd), Network Monitoring Software (27th), IT Infrastructure Monitoring (26th)

MongoDB Enterprise Advanced

Ranking in Open Source Databases

4th

Ranking in NoSQL Databases

1st

Average Rating

8.2

Reviews Sentiment

6.8

Number of Reviews

Ranking in other categories

Managed NoSQL Databases (5th)

Mindshare comparison

As of October 2025, in the NoSQL Databases category, the mindshare of InfluxDB is 6.9%, down from 12.2% compared to the previous year. The mindshare of MongoDB Enterprise Advanced is 16.9%, down from 23.3% compared to the previous year. It is calculated based on PeerSpot user engagement data.

NoSQL Databases Market Share Distribution
Product	Market Share (%)
MongoDB Enterprise Advanced	16.9%
InfluxDB	6.9%
Other	76.2%

NoSQL Databases

Featured Reviews

DeepakR

Site Reliability Engineer(Observability) at Sapiens

An open-source database that can be used to insert data

InfluxDB is generally stable, but we've encountered issues with the configuration file in our ticket stack. For instance, a mistake in one of the metrics out of a hundred KPIs can disrupt data collection for all KPIs. This happens because the agent stops working if there's an issue with any configuration part. To address this, it is essential to ensure that all configurations are part of the agent's EXE file when provided. This makes it easier to package the agent for server installation and ensures all KPIs are available from the server. Additionally, the agent cannot encrypt and decrypt passwords for authentication, which can be problematic when monitoring URLs or requiring authentication tokens. This requires additional scripting and can prolong service restart times.

Read full review

Uzair Faruqi

Head Of Analytics at Mjunction Services

Transforms data flow with adaptable schema and smooth public cloud deployment

One of our business units uses MongoDB, and we developed an ETL pipeline that extracts data from MongoDB and transfers it into our data warehouse MongoDB is a NoSQL database that is similar to a document database. It offers flexibility in schema adaptation, allowing us to change the schema and…

Read full review

Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:

Pros

"InfluxDB reduced my time to show data without any interruption, also reducing the number of people needed to manage the project; it is very good to have InfluxDB in my project."

"The most valuable feature of the solution is we can use InfluxDB to integrate with and plug into any other tools."

"InfluxDB's best feature is that it's a cloud offering. Other good features include its time-series DB, fast time-bulk queries, and window operations."

"The platform operates very quickly. It is easy to configure, connect, and query and integrates seamlessly with Grafana."

"The solution is very powerful."

"InfluxDB is a database where you can insert data. However, it would be best if you had different components for alerting, data sending, and visualization. You need to install tools to collect data from servers. It must be installed on Windows or Linux servers. During installation, ensure that the configuration file is correct to prevent issues. Once data is collected, it can be sent to InfluxDB. For visualization, you can use open-source tools like Grafana."

"The user interface is well-designed and easy to use. It provides a clear overview of the data, making it simple to understand the information at hand."

"The most valuable features of InfluxDB are the documentation and performance, and the good plugins metrics in the ecosystem."

More InfluxDB pros

"The reports are useful for controlling the load of our whole architecture."

"The geospatial index feature is useful for dealing with latitude and longitude data."

"MongoDB's best features are scalability, document management, and data security."

"I think that MongoDB isn't too structured, and that's good for our technical team because they are able to search through the database better than if they are using SQL Server."

"The solution's most important aspect is its seamless database."

"The most valuable features of MongoDB include the flexible schema for storing data, its replication capabilities with high availability through a replica set setup, and horizontal scalability using sharding."

"We haven't had any issues with stability."

"The most valuable features of MongoDB are we have a lot of documentation and SQL-based applications that run on it."

More MongoDB Enterprise Advanced pros

Cons

"InfluxDB cannot be used for high-cardinality data. It's also difficult and time-consuming to write queries, and there are some issues with bulk API."

"The solution's UI can be more user-friendly."

"The solution doesn't have much of a user interface."

"One area for improvement is the querying language. InfluxDB deprecated FluxQL, which was intuitive since developers are already familiar with standard querying."

"I've tried both on-premises and cloud-based deployments, and each has its limitations."

"In terms of features that I would like to see or have, in the community version, some features are not available. I would like to have clustering and authentication in the community version."

"The error logging capability can be improved because the logs are not very informative."

"It is challenging to get long-running backups while running InfluxDB in a Microsoft Azure Kubernetes cluster."

More InfluxDB cons

"They could provide more documentation and examples for adding pipeline stages."

"The auto transaction feature is something that I found a little bit problematic. If we want to run two or three transactions at a time, we get write conflicts. So, it becomes really difficult when concurrency comes into the picture."

"The scalability of the product is acceptable, but with MongoDB, the big problem is the cost."

"From my point of view, they need a totally free IDE to work at high levels."

"MongoDB is a very useful and convenient choice, but sometimes for more complex projects, there are certain niche requirements that appear, so using a different tool could be beneficial. It raises the complexity of the architecture, but it could be beneficial to the world, the features, the ease of the features which are being implemented."

"The stability could be better."

"More stable indexes would be helpful in a future release. That's been an issue for some time. I don't know if it's been fixed now but we transitioned to it because we needed a search index to be able to search for things and if that goes or starts disappearing, we have to move away from that solution. I don't know if they fixed it, last time I had this issue was three years ago so they might have solved it."

"There can be stability issues."

More MongoDB Enterprise Advanced cons

Pricing and Cost Advice

"We are using the open-source version of InfluxDB."

"InfluxDB is open-source, but there are additional costs for scaling."

"InfluxDB recently increased its price. It is very expensive now."

"The tool is an open-source product."

"MongoDB is a bit expensive compared to its competitors."

"MongoDB has a free version. You can also buy the enterprise edition, which is cheaper than Oracle."

"You only have to pay for the paid version, not the open-source version."

"I don't know, but I have heard from people who procure it that it is much cheaper than Oracle."

"I believe that the licensing fees are paid on a yearly basis."

"The pricing is normal. Price-wise, the product is not too much expensive."

"MongoDB's pricing is not reasonable, but it is not as expensive as the others."

"If you want support with the solution you will need to purchase a license and not use the open-source version. The license is a little expensive."

More MongoDB Enterprise Advanced pricing and cost advice

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Top Industries

By visitors reading reviews

Financial Services Firm

11%

Computer Software Company

10%

University

Manufacturing Company

Financial Services Firm

16%

Computer Software Company

11%

Manufacturing Company

University

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	4
Midsize Enterprise	3
Large Enterprise	6

By reviewers
Company Size	Count
Small Business	36
Midsize Enterprise	13
Large Enterprise	37

Questions from the Community

What do you like most about InfluxDB?

InfluxDB is a database where you can insert data. However, it would be best if you had different components for alerting, data sending, and visualization. You need to install tools to collect data ...

See all answers

What needs improvement with InfluxDB?

It's pretty much good regarding my use case, but I want to tell you that the interface of InfluxDB is so complex and should be made easier for non-technical people. With InfluxDB, I have to use Gra...

See all answers

What is your primary use case for InfluxDB?

I have been using InfluxDB for one year for my project, Greenhouse Management using Embedded System, to represent the sensor data on a web dashboard. I have used InfluxDB for storing the data and r...

See all answers

What do you like most about MongoDB?

MongoDB's approach to handling data in documents rather than traditional tables has been particularly beneficial.

See all answers

What is your experience regarding pricing and costs for MongoDB?

For a small company, the cost of MongoDB Enterprise Advanced is reasonable, but for heavy data usage, we see a little bit of cost pressure but it's acceptable. I will not be able to elaborate on th...

See all answers

What needs improvement with MongoDB?

The integration between data warehouse could be improved. Nowadays, a lot of data is getting generated, so certain ETL flexible scripts with backend database integrations would be an improvement I ...

See all answers

Comparisons

ClickHouse vs InfluxDB

Compared 25% of the time

SQLite vs InfluxDB

Compared 7% of the time

PostgreSQL vs InfluxDB

Compared 6% of the time

Redis vs InfluxDB

Compared 5% of the time

Cassandra vs InfluxDB

Compared 5% of the time

More InfluxDB Competitors

Couchbase Enterprise vs MongoDB Enterprise Advanced

Compared 7% of the time

Milvus vs MongoDB Enterprise Advanced

Compared 6% of the time

Cassandra vs MongoDB Enterprise Advanced

Compared 6% of the time

Microsoft Azure Cosmos DB vs MongoDB Enterprise Advanced

Compared 6% of the time

MongoDB Atlas vs MongoDB Enterprise Advanced

Compared 5% of the time

More MongoDB Enterprise Advanced Competitors

Product Reports

Buyer's Guide

InfluxDB

October 2025

Download InfluxDB product report

Buyer's Guide

MongoDB Enterprise Advanced

October 2025

Download MongoDB Enterprise Advanced product report

Overview

InfluxDB is open-source software that helps developers and enterprises alike to collect, store, process, and visualize time series data and to build next-generation applications. InfluxDB provides monitoring and insight on IoT, application, system, container, and infrastructure quickly and easily without complexities or compromises in scale, speed, or productivity.

InfluxDB has become a popular insight system for unified metrics and events enabling the most demanding SLAs. InfluxDB is used in just about every type of industry across a wide range of use cases, including network monitoring, IoT monitoring, industrial IoT, and infrastructure and application monitoring.

InfluxDB offers its users:

Infrastructure and application monitoring: Collect, process, and analyze real-time data from edge devices to help optimize distributed infrastructure.

IoT monitoring and analytics: InfluxDB is designed to store large volumes of time series data and quickly perform real-time analysis on that data. Gain insights from all the sensor data and use the collected data to create and perform automated tasks.

Network monitoring: Manage responsive and high-performing networks with widely distributed resources.

InfluxDB Benefits

There are several benefits to using InfluxDB . Some of the biggest advantages the solution offers include:

APIs and ready toolset: InfluxDB can be accessed via a set of powerful tools enabling users to get started quickly, with less programming required. This includes a REST API, extensive client libraries, a wide variety of open-source integrations, and Flux - a functional data scripting language for querying, analysis, and events. The InfluxDB API can be used to write data from edge devices to the InfluxDB instance

Time series engine: Get any data - events, logs, traces - from any edge device - systems, sensors, queues, databases, and networks. This data is stored in a powerful and high-performing engine capable of ingesting millions of data points per second.

Community: InfluxDB has a large community of cloud and open-source developers ready to assist users.

Ready-made templates: Use InfluxDB Templates, a set of tools with a packager and other ready monitoring solutions. These tools allow users to share their monitoring expertise with coworkers and other community members around the world. The Templates gallery offers available templates for some of the most popular tools and applications.

Enhanced UI: InfluxDB’s UI includes an explorer, dashboarding tools, and a script editor. Use it to easily browse the collected metric and event data and apply common transformations. The dashboarding tool comes with a variety of visualization options that help users view insights from the data. The script editor assists users to quickly master Flux with easily accessible examples, auto-completion, and real-time syntax checking.

Reviews from Real Users

InfluxDB stands out among its competitors for a number of reasons. Two major ones are its flexible integration options and its data aggregation feature.

Shalauddin Ahamad S., a software engineer at a tech services company, notes, “The most valuable features are aggregating the data and the integration with Grafana for monitoring.”

InfluxData

MongoDB Enterprise Advanced is a comprehensive platform renowned for its scalability, user-friendliness, and high performance, underpinned by its flexible document-based storage and open-source model. JSON compatibility, clustering, and security elevate its standing among professionals.

The platform facilitates efficient data management through developer-friendly tools and a strong aggregation framework. MongoDB’s no-schema requirement, supported by community expertise, underlines its adaptability. While its sharding capabilities and affordably support large data volumes, there are aspects such as security enhancement and enterprise tool integration that need attention. Indexing and query optimization pose challenges, alongside high costs. Improvements in analytics and UI could advance its infrastructure further.

What are the key features of MongoDB Enterprise Advanced?

Scalability: Dynamic adjustments to workloads with ease.
JSON Compatibility: Seamless data structuring with JSON support.
Clustering: Enhanced data management through robust clustering.
Security Integration: Built-in security measures for data protection.
Sharding: Efficient distribution of large datasets.

What benefits should users look for in reviews?

Document-Based Storage: Flexibility in managing varied data types.
Open-Source: Access to a broad community and resources.
Low-Cost Implementation: Economic efficiency in deployment.
Scalability: Supports the growth of data without sacrificing performance.

Industries leverage MongoDB Enterprise Advanced for significant roles in data storage within IoT platforms, healthcare apps, public service monitoring, and big data analytics. Companies in logistics and telecommunications find it instrumental for business process management and video content management, benefiting from its seamless integration and unstructured data support.

MongoDB

Sample Customers

ebay, AXA, Mozilla, DiDi, LeTV, Siminars, Cognito, ProcessOut, Recommend, CATS, Smarsh, Row 44, Clustree, Bleemeo

Facebook, MetLife, City of Chicago, Expedia, eBay, Google

Buyer's Guide

InfluxDB vs. MongoDB Enterprise Advanced

September 2025

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